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I am a research associate at Department of Computer Science, University of Manchester, working with Prof. Alejandro F. Frangi. I received my Ph.D. from the School of Computing at the University of Leeds, under the supervision of Alejandro F. Frangi and Nishant Ravikumar. Prior to that, I earned my M.E. from Shenzhen University, where I was mentored by Prof. Dong Ni. During my master's studies, I had the opportunity to visit the Computational Radiology Laboratory (CRL) at Boston Children's Hospital, working under the guidance of Dr. Ali Gholipour and Dr. Davood Karimi. Before embarking on my postgraduate journey, I completed my B.E. at Sichuan University. Email / Google Scholar / GitHub / ResearchGate / LinkedIn |
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My area of expertise lies in artificial intelligence for medical image computing, with an applicational focus on cardiovascular disease and fetal imaging. Specifically, I am dedicated to 1) developing digital twin technology for cardiovascular disease analysis, and 2) designing machine learning tools for computer-aided diagnosis in prenatal analysis. |
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[02/2026] Our paper on AI in fetal orofacial cleft diagnosis was accepted at Nature Communications. [12/2025] I was awarded IEEE-TMI Distinguished Reviewer (Bronze Level). [07/2025] Our paper on MR Image translation was accepted at Cell Reports Methods. [06/2025] Four papers were accepted at MICCAI 2025. [06/2025] Our paper on ultrasound report generation was accepted at Radiology: AI. [05/2025] I was named a 2024 Top Scholar by ScholarGPS. [04/2025] Our paper on weakly-supervised segmentation was accepted at MedIA. [03/2025] I was officially awarded the PhD degree by the University of Leeds. [01/2025] Our paper on domain generalization was accepted at PR. [01/2025] Our paper on standard plane localization was accepted at CMPB. [12/2024] Our paper on symmetric deformable registration was accepted at CMPB. [11/2024] Our News & Views was published at Nature Methods. [10/2024] I was awarded IEEE-TMI Distinguished Reviewer (Gold Level). [09/2024] I joined the University of Manchester as a research associate. [08/2024] Our paper was selected as oral presentation at MICCAI MIML 2024. [07/2024] One paper was accepted at MICCAI MIML 2024. [06/2024] Two papers were accepted at MICCAI 2024. [04/2024] Our abstract was awarded the best abstract at VITM 2024. [04/2024] Our paper was selected as an oral presentation at ISBI 2024. [03/2024] I was awarded IOP Outstanding Reviewer Awards. [02/2024] Our paper on virtual heart chimaeras was accepted at IEEE-TNNLS. [02/2024] Four papers were accepted at ISBI 2024. [12/2023] Two abstracts were accepted at VITM 2024. [11/2023] I was awarded the Chinese Student Awards from GBCET. [07/2023] Two papers were accepted at MICCAI Workshop. [06/2023] Four papers were accepted at MICCAI 2023. [06/2023] I was awarded IOP Trusted Reviewer status. [04/2023] Our paper on freehand ultrasound reconstruction was accepted at MedIA. [03/2023] Our paper on test-time domain adaptation was accepted at CMPB. [07/2022] I was involved as the executive assistant in the IPMI 2023 organizing committee. [06/2022] Three papers were accepted at MICCAI 2022. [05/2022] Our paper on breast lesion segmentation in ultrasound was accepted at MedIA. [03/2022] I was selected as the best reviewers for IEEE JBHI in 2021. [02/2022] Our paper on transformer for medical image segmentation was accepted at IEEE Access. [10/2021] I successfully defended my Ph.D. transfer viva subject to minor corrections. [09/2021] We were invited to an oral presentation in MICCAI 2021 Learn2Reg challenge. [06/2021] Our extension study on breast lesion diagnosis was accepted at MedIA. [06/2021] One paper was accepted at MICCAI 2021. [05/2021] Our extension study on the multi-agent for standard plane localization was accepted at MedIA. [03/2021] Our extension study on the standard plane localization in 3D US was accepted at IEEE TMI. [11/2020] Our paper on fetal cortical plate segmentation was accepted at IEEE TMI. [10/2020] I started my Ph.D. career in CISTIB at School of Computing, University of Leeds. [09/2020] Our paper on robust model was accepted at IEEE Access. [06/2020] Two papers were accepted at MICCAI 2020. [06/2020] Our review paper on noisy label was accepted at MedIA. [06/2020] I successfully defended my Master thesis. [03/2020] I completed my internship at Computational Radiology Labtoray, Boston Children's Hospital. |
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School of Engineering, University of Manchester
Sep. 2024 - Present
Research Associate Advisor: Prof. Alejandro F. Frangi
Computational Radiology Labtoray, Boston Children's
Hospital
Aug. 2019 - Mar. 2020
Student Intern Advisor: Dr. Ali Gholipour |
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Ranked Top 0.5% Scholar by ScholarGPS (#739 - Medical Imaging), 2024 IEEE TMI Distinguished Reviewer (Gold Level), 2024 Best Conference Abstract in VITM 2024 Chinese Student Awards from The Great Britain-China Educational Trust, 2023 IOP Outstanding Reviewer, 2023 Best Reviewers for IEEE Journal of Biomedical and Health Informatics, 2021 Best Paper Selection in the IMIA Yearbook of Medical Informatics, 2021 EPSRC DTP Studentship, 2020-2024 The First-tier Scholarship of Shenzhen University, 2017,2019 |
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➤ Review Service Nature Machine Intelligence npj Digital Medicine Medical Image Analysis IEEE Transactions on Medical Imaging IEEE Transactions on Artificial Intelligence IEEE Transactions on Image Processing IEEE Transactions on Neural Networks and Learning Systems IEEE Journal of Biomedical and Health Informatics IEEE Transactions on Biomedical Engineering ACM Transactions on Computing for Healthcare Information Fusion Engineering Applications of Artificial Intelligence Pattern Recognition Computerized Medical Imaging and Graphics Progress in Biomedical Engineering MICCAI 2022 - 2025 ➤ Program Committees Executive Assistant of the 28th International Conference on Information Processing in Medical Imaging (IPMI 2023) ➤ Teaching University of Leeds, 21/22(2) COMP5611M Machine Learning ➤ Tutorial & Note |
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